LCM over ZBDDs: Fast Generation of Very Large-Scale Frequent Itemsets Using a Compact Graph-Based Representation.
Shin-ichi MinatoTakeaki UnoHiroki ArimuraPublished in: PAKDD (2008)
Keyphrases
- frequent itemsets
- concise representation
- itemsets
- frequent itemset mining
- data streams
- association rules
- mining frequent itemsets
- association rule mining
- binary decision diagrams
- frequent itemsets mining
- data structure
- mining algorithm
- discovery of association rules
- uncertain data
- mining association rules
- interesting patterns
- transactional databases
- maximal frequent itemsets
- closed itemsets
- closed frequent itemsets
- frequent sets
- discovering association rules
- deduction rules
- frequent set mining
- data sets
- frequent itemset discovery
- constraint based mining
- mining frequent patterns
- itemset mining
- frequent item sets
- minimum support
- pruning strategy
- frequent pattern mining